Senior Data Scientist
4 weeks ago
Job Summary:
We are seeking a highly skilled Senior Data Scientist to join our team at Ingersoll Rand. As a Senior Data Scientist, you will be responsible for developing and managing large-scale IoT data in Google Cloud Platform. You will work closely with cross-functional teams to improve the performance and efficiency of systems, ensuring the security and privacy of data, and complying with relevant regulations and best practices.
Responsibilities:
- Collecting and processing large datasets using SQL queries from various sources.
- Connecting with different data sources and developing data pipelines.
- Using Python or R for data merging, cleaning, and exploratory analysis.
- Developing and deploying supervised and unsupervised machine learning models for equipment using time series data.
- Collaborating with service, engineering, and product management teams to understand their needs.
- Performing EDA to identify patterns, correlations, and trends.
- Developing and implementing strategies for risk mitigation and issue resolution.
- Deploying ML models on Google Cloud Platform (Vertex AI).
- Collaborating with cross-functional teams to improve system performance and efficiency.
Requirements:
- 4+ years of experience working with cloud platforms.
- At least 1 year of experience in GCP cloud platform.
- Experience with machine learning and Python.
- Experience building models on predictive maintenance in manufacturing domain.
- MTech in Data Science or Artificial Intelligence.
What We Offer:
- 5-day working week.
- Equity Grant to New Hires.
- Leave Encashment.
- Insurances.
- Many More Benefits.
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